In 'Origin of Everything: Why Are There So Few Women in Computer Science?', the video explores the historical and contemporary gender disparity in the computer science field. It outlines the significant contributions of women such as Ada Lovelace, Katherine Johnson, and Grace Hopper, highlighting their overlooked stories. The video examines societal and systemic barriers, including sexism and biased cultural narratives, that led to the decline in female participation since the 1980s. It also cites the impact of marketing targeting boys, furthering the male-centric image of the tech industry. Initiatives like 'Girls Who Code' are presented as pathways to reinvigorate women's involvement in tech. This content amplifies awareness of gender roles, gender equality in STEM, and the importance of inclusivity, making it relevant to educational discourse on gender studies, computer science, and history.